Likelihood and its Extensions

ISBN-13: 9781498719742 / Angielski / Twarda / 2026 / 400 str.

Grace Y. Yi

Spis treści

Introduction to Likelihood. Profile Likelihood. Marginal and Conditional Likelihood. Likelihood inference and model misspeciation. Likelihood Inference for some complex models. Quasi-likelihood and Estimating Equations. Composite Likelihood. Semi-parametric and Partial Likelihood. Empirical Likelihood. Penalized Likelihood and Semi-parametric Models. Local Likelihood and Nonparametric Smoothing. Special Topics. Computation.

O autorze

Nancy Reid is a University Professor and Canada Research Chair in the Department of Statistical Sciences at the University of Toronto, Canada Cristiano Varin is an Assistant Professor in the Department of Informatics and Statistics at Ca Foscari University, Venice, Italy Grace Yi is a Professor and University Research Chair in the Department of Statistics and Actuarial Science at the University of Waterloo, Canda